10 ChatGPT Projects Cheat Sheet
SEPTEMBER 20, 2023
KDnuggets' latest cheat sheet covers 10 curated hands-on projects to boost data science workflows with ChatGPT across ML, NLP, and full stack dev, including links to full project details.
Sat.Sep 16, 2023 - Fri.Sep 22, 2023
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Machine Learning Experiment Tracking Using MLflow
Analytics Vidhya
SEPTEMBER 22, 2023
Introduction The area of machine learning (ML) is rapidly expanding and has applications across many different sectors. Keeping track of machine learning experiments using MLflow and managing the trials required to construct them gets harder as they get more complicated. This can result in many problems for data scientists, such as: Given the above challenges, […] The post Machine Learning Experiment Tracking Using MLflow appeared first on Analytics Vidhya.
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Hands-On with Supervised Learning: Linear Regression
KDnuggets
SEPTEMBER 18, 2023
If you're looking for a hands-on experience with a detailed yet beginner-friendly tutorial on implementing Linear Regression using Scikit-learn, you're in for an engaging journey.
Linux Foundation: Why Open Data Matters
Adrian Bridgwater for Forbes
SEPTEMBER 20, 2023
Open data exists as an information management practice to provide a controlled means of making data accessible, editable and sharable by any user or entity.
Launching LLM-Based Products: From Concept to Cash in 90 Days
Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage
Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.
FEMA and FCC Plan Nationwide Emergency Alert Test for Oct. 4, 2023
Hacker News
SEPTEMBER 22, 2023
FEMA, in coordination with the Federal Communications Commission (FCC), will conduct a nationwide test of the Emergency Alert System (EAS) and Wireless Emergency Alerts (WEA) this fall.
15 Ways to Use ChatGPT for Marketing
Analytics Vidhya
SEPTEMBER 19, 2023
Marketing is a very dynamic sector where one really struggles to stay ahead of the curve. There is a compelling urge and a need to compete or beat business rivals to attain success. Maintaining success is as crucial as attaining it. ChatGPT can be your ticket to success, a gift of technology in today’s fast-paced, […] The post 15 Ways to Use ChatGPT for Marketing appeared first on Analytics Vidhya.
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How much energy does AI use compared to humans? Surprising study ignites controversy
SEPTEMBER 22, 2023
AI’s carbon footprint is no open-and-shut case, according to scientists from the University of California-Irvine and MIT, who published a paper earlier this year on the open access site arXiv.
0-days exploited by commercial surveillance vendor in Egypt
Hacker News
SEPTEMBER 22, 2023
Last week Google’s Threat Analysis Group (TAG), in partnership with The Citizen Lab, discovered an in-the-wild 0-day exploit chain for iPhones. Developed by the commercial surveillance vendor, Intellexa, this exploit chain is used to install its Predator spyware surreptitiously onto a device.In response, yesterday, Apple patched the bugs in iOS 16.7 and iOS 17.0.1 as CVE-2023-41991, CVE-2023-41992, CVE-2023-41993.
Exploring Diffusion Models in NLP Beyond GANs and VAEs
Analytics Vidhya
SEPTEMBER 20, 2023
Introduction Diffusion Models have gained significant attention recently, particularly in Natural Language Processing (NLP). Based on the concept of diffusing noise through data, these models have shown remarkable capabilities in various NLP tasks. In this article, we will delve deep into Diffusion Models, understand their underlying principles, and explore practical applications, advantages, computational considerations, relevance […] The post Exploring Diffusion Models in NLP Beyond GANs
Hands-On with Unsupervised Learning: K-Means Clustering
KDnuggets
SEPTEMBER 20, 2023
This tutorial provides hands-on experience with the key concepts and implementation of K-Means clustering, a popular unsupervised learning algorithm, for customer segmentation and targeted advertising applications.
How To Speak The Language Of Financial Success In Product Management
Speaker: Jamie Bernard
Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.
Artificial Intelligence Could Finally Let Us Talk with Animals
SEPTEMBER 20, 2023
Scientific American is the essential guide to the most awe-inspiring advances in science and technology, explaining how they change our understanding of the world and shape our lives.
Suppressing negative thoughts may be good for mental health after all
Hacker News
SEPTEMBER 21, 2023
Researchers at the Medical Research Council (MRC) Cognition and Brain Sciences Unit trained 120 volunteers worldwide to suppress thoughts about negative events that worried them, and found that not
Bias Mitigation in Generative AI
Analytics Vidhya
SEPTEMBER 19, 2023
Introduction In today’s world, generative AI pushes the boundaries of creativity, enabling machines to craft human-like content. Yet, amidst this innovation lies a challenge – bias in AI-generated outputs. This article delves into “Bias Mitigation in Generative AI.” We’ll explore the types of bias, from cultural to gender, and understand the real-world impacts they can […] The post Bias Mitigation in Generative AI appeared first on Analytics Vidhya.
Feature Store Summit 2023: Practical Strategies for Deploying ML Models in Production Environments
KDnuggets
SEPTEMBER 20, 2023
On October 11th, 2023 the Feature Store Summit will bring together leading ML companies, such as Uber, WeChat and more, for in-depth discussions about data and AI.
What Is Entity Resolution? How It Works & Why It Matters
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Entity Resolution Sometimes referred to as data matching or fuzzy matching, entity resolution, is critical for data quality, analytics, graph visualization and AI. Learn what entity resolution is, why it matters, how it works and its benefits. Advanced entity resolution using AI is crucial because it efficiently and easily solves many of today’s data quality and analytics problems.
The Physical Process That Powers a New Type of Generative AI
SEPTEMBER 19, 2023
Some modern image generators rely on the principles of diffusion to create images. Alternatives based on the process behind the distribution of charged particles may yield even better results.
The Equinox Is Not What You Think It Is
Hacker News
SEPTEMBER 22, 2023
Scientific American is the essential guide to the most awe-inspiring advances in science and technology, explaining how they change our understanding of the world and shape our lives.
How Generative AI Transforms The Craft of Narration?
Analytics Vidhya
SEPTEMBER 19, 2023
Introduction Since time immemorial, stories have captivated our hearts and minds with storylines that elicit emotions, stimulate creativity, and reveal important messages. But what if we could imagine that, thanks to the power of AI, we can now go beyond the limits of human storytelling and allow AI to co-author our stories? In this article, […] The post How Generative AI Transforms The Craft of Narration?
Understanding Supervised Learning: Theory and Overview
KDnuggets
SEPTEMBER 17, 2023
This article covers a high-level overview of popular supervised learning algorithms and is curated specially for beginners.
Provide Real Value in Your Applications with Data and Analytics
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The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.
AI Can Already Design Better Cities Than Humans, Study Shows
SEPTEMBER 17, 2023
Imagine living in a cool, green city flush with parks and threaded with footpaths, bike lanes, and buses, which ferry people to shops, schools, and service centers in a matter of minutes.
Elegant and powerful new result that seriously undermines large language models
Hacker News
SEPTEMBER 22, 2023
Wowed by a new paper I just read and wish I had thought to write myself. Lukas Berglund and others, led by Owain Evans, asked a simple, powerful, elegant question: can LLMs trained on A is B infer automatically that B is A?
GenAI in Fashion | A Segmind Stable Diffusion XL 1.0 Approach
Analytics Vidhya
SEPTEMBER 18, 2023
Introduction The fashion industry has not been left out and has been looking for ways to stay at the forefront of innovation to meet consumers’ ever-changing tastes and preferences. If you are into fashion or are a fashion freak, you should consider the capability of stable diffusers. The Segmind API makes this possibility too easy. […] The post GenAI in Fashion | A Segmind Stable Diffusion XL 1.0 Approach appeared first on Analytics Vidhya.
Top 5 Free Alternatives to GPT-4
KDnuggets
SEPTEMBER 22, 2023
Think GPT-4 is a big deal? These Generative AI newbies are already stealing the show!
The Project Clinic: Assessing Project Health, Planning, and Execution
Speaker: Ketan Jahagirdar
Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.
'Dr. Google' meets its match in Dr. ChatGPT
SEPTEMBER 16, 2023
As a fourth-year ophthalmology resident at Emory University School of Medicine, Riley Lyons' biggest responsibilities include triage: When a patient comes in with an eye-related complaint, Lyons must make an immediate assessment of its urgency. He often finds patients have already turned to "Dr.
Integrated Information Theory labelled pseudoscience
Hacker News
SEPTEMBER 20, 2023
Researchers publicly call out theory that they say is not well supported by science, but that gets undue attention. Researchers publicly call out theory that they say is not well supported by science, but that gets undue attention.
Top 20 Data Engineering Project Ideas [With Source Code]
Analytics Vidhya
SEPTEMBER 20, 2023
Data engineering plays a pivotal role in the vast data ecosystem by collecting, transforming, and delivering data essential for analytics, reporting, and machine learning. Aspiring data engineers often seek real-world projects to gain hands-on experience and showcase their expertise. This article presents the top 20 data engineering project ideas with their source code.
Machine Learning Evaluation Metrics: Theory and Overview
KDnuggets
SEPTEMBER 21, 2023
High-level exploration of evaluation metrics in machine learning and their importance.
The AI Superhero Approach to Product Management
Speaker: Conrado Morlan
In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.
Google’s Bard can now read emails as company tries to show it’s useful
SEPTEMBER 19, 2023
Google is integrating its Bard artificial intelligence chatbot with some of its other products, including Gmail, YouTube and Google Docs, as the tech giant tries to keep up with fierce competition and get more people to use its AI tools.
Tesla buys German railway line, now hosting passenger trains
Hacker News
SEPTEMBER 20, 2023
BERLIN — Electric vehicle maker Tesla has opened its railway line east of Berlin to passenger trains designed for use by workers at its new ‘Gigafactory’ east of the German capital. Trains started running on Sept. 4, and are free of charge and available to all passengers whether Tesla employees or not.
The Creative Potential of Normalizing Flows in Generative AI
Analytics Vidhya
SEPTEMBER 18, 2023
Introduction Generative AI, with its remarkable ability to create data that closely resembles real-world examples, has garnered significant attention in recent years. While models like GANs and VAEs have stolen the limelight, a lesser-known gem called “Normalizing Flows” in generative AI has quietly reshaped the generative modeling landscape.
Exploring Neural Networks
KDnuggets
SEPTEMBER 22, 2023
Unlocking the power of AI: a suide to neural networks and their applications.
Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It
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Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.
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